In: Statistics and Probability
Assume that we want to construct a confidence interval. Do one of the following, as appropriate: (a) find the critical value t Subscript alpha divided by tα/2, (b) find the critical value z Subscript alpha divided by zα/2, or (c) state that neither the normal distribution nor the t distribution applies. Here are summary statistics for randomly selected weights of newborn girls: n= 177, overbarx= 32.7 hg, s = 6.2 hg. The confidence level is 99%.
Select the correct choice below and, if necessary, fill in the answer box to complete your choice.
A) ta/2 = _
B) Za/2 = _
C) Neither the normal distribution nor the t distribution applies.
Solution :
Given that,
= 32.7
s = 6.2
n =177
Degrees of freedom = df = n - 1 = 177 - 1 = 176
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,176 =2.604
Margin of error = E = t/2,df * (s /n)
= 2.604 * (6.2/ 177)
= 1.21
Margin of error = 0.50
The 99% confidence interval estimate of the population mean is,
- E < < + E
32.7 - 1.21 < < 32.7 + 1.21
31.49 < < 33.91
(31.49, 33.91 )